Exploration enhanced expected improvement for Bayesian optimization

Berk, Julian, Nguyen, Tien Vu, Gupta, Sunil, Rana, Santu and Venkatesh, Svetha 2019, Exploration enhanced expected improvement for Bayesian optimization, in ECML-PKDD 2018 : Proceedings of the e European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2018, Springer, Cham, Switzerland, pp. 621-637, doi: 10.1007/978-3-030-10928-8_37.

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Title Exploration enhanced expected improvement for Bayesian optimization
Author(s) Berk, Julian
Nguyen, Tien Vu
Gupta, SunilORCID iD for Gupta, Sunil orcid.org/0000-0002-3308-1930
Rana, SantuORCID iD for Rana, Santu orcid.org/0000-0003-2247-850X
Venkatesh, SvethaORCID iD for Venkatesh, Svetha orcid.org/0000-0001-8675-6631
Conference name European Machine Learning and Data Mining. Conference (2018 : Dublin, Ireland)
Conference location Dublin, Ireland
Conference dates 2018/09/10 - 2018/09/14
Title of proceedings ECML-PKDD 2018 : Proceedings of the e European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2018
Editor(s) Berlingerio, Michele
Bonchi, Francesco
Gärtner, Thomas
Hurley, Neil
Ifrim, Georgina
Publication date 2019
Series European Machine Learning and Data Mining Conference
Start page 621
End page 637
Total pages 17
Publisher Springer
Place of publication Cham, Switzerland
Keyword(s) Bayesian optimization (BO)
Global optimization
Acquisition
Expected improvement (EI)
ISBN 9783030109271
ISSN 0302-9743
1611-3349
Language eng
DOI 10.1007/978-3-030-10928-8_37
Indigenous content off
Field of Research 08 Information and Computing Sciences
HERDC Research category E1 Full written paper - refereed
Grant ID ARC Laureate FL170100006
Copyright notice ©2019, Springer Nature Switzerland AG
Persistent URL http://hdl.handle.net/10536/DRO/DU:30119229

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